Overview

Brought to you by YData

Dataset statistics

Number of variables	21
Number of observations	999
Missing cells	452
Missing cells (%)	2.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	848.2 KiB
Average record size in memory	869.4 B

Variable types

Numeric	12
Text	8
Categorical	1

Alerts

`Rating` is highly overall correlated with `Unnamed: 0` and 1 other fields	High correlation
`Revenue` is highly overall correlated with `Votes` and 4 other fields	High correlation
`Unnamed: 0` is highly overall correlated with `Rating` and 1 other fields	High correlation
`Unnamed: 0.1` is highly overall correlated with `Rating` and 1 other fields	High correlation
`Votes` is highly overall correlated with `Revenue` and 4 other fields	High correlation
`tmdb_budget` is highly overall correlated with `Revenue` and 4 other fields	High correlation
`tmdb_popularity` is highly overall correlated with `Revenue` and 4 other fields	High correlation
`tmdb_revenue` is highly overall correlated with `Revenue` and 4 other fields	High correlation
`tmdb_vote_count` is highly overall correlated with `Revenue` and 4 other fields	High correlation
`Certificate` has 101 (10.1%) missing values	Missing
`scoreAvg` has 157 (15.7%) missing values	Missing
`Revenue` has 169 (16.9%) missing values	Missing
`Unnamed: 0.1` is uniformly distributed	Uniform
`Unnamed: 0` is uniformly distributed	Uniform
`Unnamed: 0.1` has unique values	Unique
`Unnamed: 0` has unique values	Unique
`Overview` has unique values	Unique
`tmdb_budget` has 150 (15.0%) zeros	Zeros
`tmdb_revenue` has 112 (11.2%) zeros	Zeros

Reproduction

Analysis started	2025-09-02 13:55:35.368843
Analysis finished	2025-09-02 13:56:58.479785
Duration	1 minute and 23.11 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

Unnamed: 0.1
Real number (ℝ)

High correlation Uniform Unique

Distinct	999
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	499

Minimum	0
Maximum	998
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	0
5-th percentile	49.9
Q1	249.5
median	499
Q3	748.5
95-th percentile	948.1
Maximum	998
Range	998
Interquartile range (IQR)	499

Descriptive statistics

Standard deviation	288.53076
Coefficient of variation (CV)	0.57821796
Kurtosis	-1.2
Mean	499
Median Absolute Deviation (MAD)	250
Skewness	0
Sum	498501
Variance	83250
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
998	1	0.1%
0	1	0.1%
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
982	1	0.1%
981	1	0.1%
980	1	0.1%
Other values (989)	989	99.0%

Value	Count	Frequency (%)
0	1	0.1%
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%

Value	Count	Frequency (%)
998	1	0.1%
997	1	0.1%
996	1	0.1%
995	1	0.1%
994	1	0.1%
993	1	0.1%
992	1	0.1%
991	1	0.1%
990	1	0.1%
989	1	0.1%

Unnamed: 0
Real number (ℝ)

High correlation Uniform Unique

Distinct	999
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	500

Minimum	1
Maximum	999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	1
5-th percentile	50.9
Q1	250.5
median	500
Q3	749.5
95-th percentile	949.1
Maximum	999
Range	998
Interquartile range (IQR)	499

Descriptive statistics

Standard deviation	288.53076
Coefficient of variation (CV)	0.57706152
Kurtosis	-1.2
Mean	500
Median Absolute Deviation (MAD)	250
Skewness	0
Sum	499500
Variance	83250
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
999	1	0.1%
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
983	1	0.1%
982	1	0.1%
981	1	0.1%
Other values (989)	989	99.0%

Value	Count	Frequency (%)
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%
10	1	0.1%

Value	Count	Frequency (%)
999	1	0.1%
998	1	0.1%
997	1	0.1%
996	1	0.1%
995	1	0.1%
994	1	0.1%
993	1	0.1%
992	1	0.1%
991	1	0.1%
990	1	0.1%

Title
Text

Distinct	998
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Memory size	73.0 KiB

Length

Max length	68
Median length	41
Mean length	15.443443
Min length	2

Characters and Unicode

Total characters	15428
Distinct characters	100
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	997 ?
Unique (%)	99.8%

Sample

1st row	The Godfather
2nd row	The Dark Knight
3rd row	The Godfather: Part II
4th row	12 Angry Men
5th row	The Lord of the Rings: The Return of the King

Value	Count	Frequency (%)
the	274	9.8%
of	86	3.1%
a	32	1.2%
and	28	1.0%
no	24	0.9%
la	23	0.8%
in	22	0.8%
to	18	0.6%
de	17	0.6%
man	17	0.6%
Other values (1664)	2241	80.6%

Most occurring characters

Value	Count	Frequency (%)
	1783	11.6%
e	1425	9.2%
a	1126	7.3%
o	965	6.3%
n	921	6.0%
i	861	5.6%
r	816	5.3%
t	755	4.9%
h	564	3.7%
s	562	3.6%
Other values (90)	5650	36.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	11162	72.3%
Uppercase Letter	2191	14.2%
Space Separator	1783	11.6%
Other Punctuation	177	1.1%
Decimal Number	79	0.5%
Dash Punctuation	31	0.2%
Open Punctuation	2	< 0.1%
Close Punctuation	2	< 0.1%
Other Number	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1425	12.8%
a	1126	10.1%
o	965	8.6%
n	921	8.3%
i	861	7.7%
r	816	7.3%
t	755	6.8%
h	564	5.1%
s	562	5.0%
l	514	4.6%
Other values (38)	2653	23.8%

Uppercase Letter

Value	Count	Frequency (%)
T	283	12.9%
S	187	8.5%
B	157	7.2%
M	139	6.3%
D	129	5.9%
L	119	5.4%
A	113	5.2%
C	101	4.6%
H	98	4.5%
P	97	4.4%
Other values (18)	768	35.1%

Decimal Number

Value	Count	Frequency (%)
2	23	29.1%
1	15	19.0%
0	11	13.9%
3	8	10.1%
4	5	6.3%
7	5	6.3%
9	4	5.1%
5	4	5.1%
8	2	2.5%
6	2	2.5%

Other Punctuation

Value	Count	Frequency (%)
:	62	35.0%
.	47	26.6%
'	32	18.1%
,	16	9.0%
!	7	4.0%
&	6	3.4%
?	3	1.7%
/	3	1.7%
·	1	0.6%

Space Separator

Value	Count	Frequency (%)
	1783	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	31	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Other Number

Value	Count	Frequency (%)
½	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	13353	86.6%
Common	2075	13.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1425	10.7%
a	1126	8.4%
o	965	7.2%
n	921	6.9%
i	861	6.4%
r	816	6.1%
t	755	5.7%
h	564	4.2%
s	562	4.2%
l	514	3.8%
Other values (66)	4844	36.3%

Common

Value	Count	Frequency (%)
	1783	85.9%
:	62	3.0%
.	47	2.3%
'	32	1.5%
-	31	1.5%
2	23	1.1%
,	16	0.8%
1	15	0.7%
0	11	0.5%
3	8	0.4%
Other values (14)	47	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15362	99.6%
None	66	0.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1783	11.6%
e	1425	9.3%
a	1126	7.3%
o	965	6.3%
n	921	6.0%
i	861	5.6%
r	816	5.3%
t	755	4.9%
h	564	3.7%
s	562	3.7%
Other values (64)	5584	36.3%

None

Value	Count	Frequency (%)
ô	14	21.2%
é	6	9.1%
û	5	7.6%
è	5	7.6%
â	5	7.6%
ä	4	6.1%
î	2	3.0%
ù	2	3.0%
ü	2	3.0%
á	2	3.0%
Other values (16)	19	28.8%

Year
Real number (ℝ)

Distinct	99
Distinct (%)	9.9%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1991.2144

Minimum	1920
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	1920
5-th percentile	1944
Q1	1976
median	1999
Q3	2009
95-th percentile	2017
Maximum	2020
Range	100
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	23.308539
Coefficient of variation (CV)	0.01170569
Kurtosis	-0.02478235
Mean	1991.2144
Median Absolute Deviation (MAD)	14
Skewness	-0.93854006
Sum	1987232
Variance	543.28798
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2014	32	3.2%
2004	31	3.1%
2009	29	2.9%
2013	28	2.8%
2016	28	2.8%
2001	27	2.7%
2006	26	2.6%
2007	26	2.6%
2015	25	2.5%
2012	24	2.4%
Other values (89)	722	72.3%

Value	Count	Frequency (%)
1920	1	0.1%
1921	1	0.1%
1922	1	0.1%
1924	1	0.1%
1925	2	0.2%
1926	1	0.1%
1927	2	0.2%
1928	2	0.2%
1930	1	0.1%
1931	3	0.3%

Value	Count	Frequency (%)
2020	6	0.6%
2019	23	2.3%
2018	19	1.9%
2017	22	2.2%
2016	28	2.8%
2015	25	2.5%
2014	32	3.2%
2013	28	2.8%
2012	24	2.4%
2011	18	1.8%

Certificate
Categorical

Missing

Distinct	16
Distinct (%)	1.8%
Missing	101
Missing (%)	10.1%
Memory size	58.0 KiB

U	234
A	196
UA	175
R	146
PG-13	43
Other values (11)	104

Length

Max length	8
Median length	1
Mean length	1.7371938
Min length	1

Characters and Unicode

Total characters	1560
Distinct characters	24
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	0.6%

Sample

1st row	A
2nd row	UA
3rd row	A
4th row	U
5th row	U

Common Values

Value	Count	Frequency (%)
U	234	23.4%
A	196	19.6%
UA	175	17.5%
R	146	14.6%
PG-13	43	4.3%
PG	37	3.7%
Passed	34	3.4%
G	12	1.2%
Approved	11	1.1%
TV-PG	3	0.3%
Other values (6)	7	0.7%
(Missing)	101	10.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
u	234	26.1%
a	196	21.8%
ua	175	19.5%
r	146	16.3%
pg-13	43	4.8%
pg	37	4.1%
passed	34	3.8%
g	12	1.3%
approved	11	1.2%
tv-pg	3	0.3%
Other values (6)	7	0.8%

Most occurring characters

Value	Count	Frequency (%)
U	411	26.3%
A	384	24.6%
R	146	9.4%
P	119	7.6%
G	97	6.2%
s	68	4.4%
-	48	3.1%
e	46	2.9%
d	46	2.9%
1	45	2.9%
Other values (14)	150	9.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1168	74.9%
Lowercase Letter	253	16.2%
Decimal Number	90	5.8%
Dash Punctuation	48	3.1%
Other Punctuation	1	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	68	26.9%
e	46	18.2%
d	46	18.2%
a	35	13.8%
p	22	8.7%
r	12	4.7%
o	11	4.3%
v	11	4.3%
n	1	0.4%
t	1	0.4%

Uppercase Letter

Value	Count	Frequency (%)
U	411	35.2%
A	384	32.9%
R	146	12.5%
P	119	10.2%
G	97	8.3%
T	5	0.4%
V	5	0.4%
M	1	0.1%

Decimal Number

Value	Count	Frequency (%)
1	45	50.0%
3	43	47.8%
4	1	1.1%
6	1	1.1%

Dash Punctuation

Value	Count	Frequency (%)
-	48	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1421	91.1%
Common	139	8.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
U	411	28.9%
A	384	27.0%
R	146	10.3%
P	119	8.4%
G	97	6.8%
s	68	4.8%
e	46	3.2%
d	46	3.2%
a	35	2.5%
p	22	1.5%
Other values (8)	47	3.3%

Common

Value	Count	Frequency (%)
-	48	34.5%
1	45	32.4%
3	43	30.9%
4	1	0.7%
6	1	0.7%
/	1	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1560	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
U	411	26.3%
A	384	24.6%
R	146	9.4%
P	119	7.6%
G	97	6.2%
s	68	4.4%
-	48	3.1%
e	46	2.9%
d	46	2.9%
1	45	2.9%
Other values (14)	150	9.6%

Runtime
Real number (ℝ)

Distinct	140
Distinct (%)	14.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	122.87187

Minimum	45
Maximum	321
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	45
5-th percentile	87
Q1	103
median	119
Q3	137
95-th percentile	178
Maximum	321
Range	276
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	28.101227
Coefficient of variation (CV)	0.2287035
Kurtosis	3.4289066
Mean	122.87187
Median Absolute Deviation (MAD)	17
Skewness	1.2098771
Sum	122749
Variance	789.67896
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	23	2.3%
130	23	2.3%
129	22	2.2%
101	22	2.2%
113	22	2.2%
110	20	2.0%
122	20	2.0%
108	19	1.9%
102	18	1.8%
96	17	1.7%
Other values (130)	793	79.4%

Value	Count	Frequency (%)
45	1	0.1%
64	1	0.1%
67	1	0.1%
68	1	0.1%
69	1	0.1%
70	1	0.1%
71	2	0.2%
72	2	0.2%
75	2	0.2%
76	3	0.3%

Value	Count	Frequency (%)
321	1	0.1%
242	1	0.1%
238	1	0.1%
229	1	0.1%
228	1	0.1%
224	1	0.1%
220	1	0.1%
212	1	0.1%
210	1	0.1%
209	1	0.1%

Genre
Text

Distinct	202
Distinct (%)	20.2%
Missing	0
Missing (%)	0.0%
Memory size	74.3 KiB

Length

Max length	29
Median length	24
Mean length	19.077077
Min length	5

Characters and Unicode

Total characters	19058
Distinct characters	33
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	72 ?
Unique (%)	7.2%

Sample

1st row	Crime, Drama
2nd row	Action, Crime, Drama
3rd row	Crime, Drama
4th row	Crime, Drama
5th row	Action, Adventure, Drama

Value	Count	Frequency (%)
drama	723	28.5%
comedy	233	9.2%
crime	209	8.2%
adventure	196	7.7%
action	189	7.4%
thriller	137	5.4%
romance	125	4.9%
biography	109	4.3%
mystery	99	3.9%
animation	82	3.2%
Other values (11)	438	17.2%

Most occurring characters

Value	Count	Frequency (%)
a	2018	10.6%
r	1871	9.8%
,	1541	8.1%
	1541	8.1%
m	1447	7.6%
e	1235	6.5%
i	1144	6.0%
o	896	4.7%
n	760	4.0%
t	727	3.8%
Other values (23)	5878	30.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	13264	69.6%
Uppercase Letter	2626	13.8%
Other Punctuation	1541	8.1%
Space Separator	1541	8.1%
Dash Punctuation	86	0.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	2018	15.2%
r	1871	14.1%
m	1447	10.9%
e	1235	9.3%
i	1144	8.6%
o	896	6.8%
n	760	5.7%
t	727	5.5%
y	718	5.4%
c	433	3.3%
Other values (8)	2015	15.2%

Uppercase Letter

Value	Count	Frequency (%)
D	723	27.5%
A	467	17.8%
C	442	16.8%
F	208	7.9%
M	151	5.8%
T	137	5.2%
R	125	4.8%
B	109	4.2%
H	88	3.4%
S	86	3.3%
Other values (2)	90	3.4%

Other Punctuation

Value	Count	Frequency (%)
,	1541	100.0%

Space Separator

Value	Count	Frequency (%)
	1541	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	86	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15890	83.4%
Common	3168	16.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	2018	12.7%
r	1871	11.8%
m	1447	9.1%
e	1235	7.8%
i	1144	7.2%
o	896	5.6%
n	760	4.8%
t	727	4.6%
D	723	4.6%
y	718	4.5%
Other values (20)	4351	27.4%

Common

Value	Count	Frequency (%)
,	1541	48.6%
	1541	48.6%
-	86	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19058	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	2018	10.6%
r	1871	9.8%
,	1541	8.1%
	1541	8.1%
m	1447	7.6%
e	1235	6.5%
i	1144	6.0%
o	896	4.7%
n	760	4.0%
t	727	3.8%
Other values (23)	5878	30.8%

Rating
Real number (ℝ)

High correlation

Distinct	16
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.9479479

Minimum	7.6
Maximum	9.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	7.6
5-th percentile	7.6
Q1	7.7
median	7.9
Q3	8.1
95-th percentile	8.5
Maximum	9.2
Range	1.6
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.27228951
Coefficient of variation (CV)	0.034259096
Kurtosis	1.0583968
Mean	7.9479479
Median Absolute Deviation (MAD)	0.2
Skewness	0.94669269
Sum	7940
Variance	0.074141576
Monotonicity	Decreasing

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
7.7	157	15.7%
7.8	151	15.1%
8	141	14.1%
8.1	127	12.7%
7.6	123	12.3%
7.9	106	10.6%
8.2	67	6.7%
8.3	44	4.4%
8.4	31	3.1%
8.5	20	2.0%
Other values (6)	32	3.2%

Value	Count	Frequency (%)
7.6	123	12.3%
7.7	157	15.7%
7.8	151	15.1%
7.9	106	10.6%
8	141	14.1%
8.1	127	12.7%
8.2	67	6.7%
8.3	44	4.4%
8.4	31	3.1%
8.5	20	2.0%

Value	Count	Frequency (%)
9.2	1	0.1%
9	3	0.3%
8.9	3	0.3%
8.8	5	0.5%
8.7	5	0.5%
8.6	15	1.5%
8.5	20	2.0%
8.4	31	3.1%
8.3	44	4.4%
8.2	67	6.7%

Overview
Text

Unique

Distinct	999
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	201.4 KiB

Length

Max length	313
Median length	197
Mean length	146.28328
Min length	40

Characters and Unicode

Total characters	146137
Distinct characters	86
Distinct categories	11 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	999 ?
Unique (%)	100.0%

Sample

1st row	An organized crime dynasty's aging patriarch transfers control of his clandestine empire to his reluctant son.
2nd row	When the menace known as the Joker wreaks havoc and chaos on the people of Gotham, Batman must accept one of the greatest psychological and physical tests of his ability to fight injustice.
3rd row	The early life and career of Vito Corleone in 1920s New York City is portrayed, while his son, Michael, expands and tightens his grip on the family crime syndicate.
4th row	A jury holdout attempts to prevent a miscarriage of justice by forcing his colleagues to reconsider the evidence.
5th row	Gandalf and Aragorn lead the World of Men against Sauron's army to draw his gaze from Frodo and Sam as they approach Mount Doom with the One Ring.

Value	Count	Frequency (%)
a	1609	6.4%
the	1206	4.8%
to	803	3.2%
of	777	3.1%
and	696	2.8%
in	565	2.3%
his	516	2.1%
an	291	1.2%
is	245	1.0%
with	242	1.0%
Other values (5878)	18034	72.2%

Most occurring characters

Value	Count	Frequency (%)
	23999	16.4%
e	13867	9.5%
a	9800	6.7%
t	9329	6.4%
i	8842	6.1%
n	8580	5.9%
o	8559	5.9%
r	8202	5.6%
s	7965	5.5%
h	5625	3.8%
Other values (76)	41369	28.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	114964	78.7%
Space Separator	24000	16.4%
Uppercase Letter	3515	2.4%
Other Punctuation	2721	1.9%
Decimal Number	509	0.3%
Dash Punctuation	395	0.3%
Open Punctuation	13	< 0.1%
Close Punctuation	13	< 0.1%
Currency Symbol	4	< 0.1%
Final Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	13867	12.1%
a	9800	8.5%
t	9329	8.1%
i	8842	7.7%
n	8580	7.5%
o	8559	7.4%
r	8202	7.1%
s	7965	6.9%
h	5625	4.9%
l	4847	4.2%
Other values (23)	29348	25.5%

Uppercase Letter

Value	Count	Frequency (%)
A	712	20.3%
T	258	7.3%
I	258	7.3%
W	228	6.5%
S	223	6.3%
B	176	5.0%
M	167	4.8%
C	158	4.5%
H	139	4.0%
R	119	3.4%
Other values (17)	1077	30.6%

Decimal Number

Value	Count	Frequency (%)
1	117	23.0%
0	104	20.4%
9	94	18.5%
2	43	8.4%
6	33	6.5%
7	30	5.9%
5	26	5.1%
8	23	4.5%
4	21	4.1%
3	18	3.5%

Other Punctuation

Value	Count	Frequency (%)
.	1278	47.0%
,	1082	39.8%
'	260	9.6%
"	60	2.2%
:	16	0.6%
?	11	0.4%
/	8	0.3%
;	6	0.2%

Space Separator

Value	Count	Frequency (%)
	23999	> 99.9%
	1	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	395	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	13	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	13	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	4	100.0%

Final Punctuation

Value	Count	Frequency (%)
»	2	100.0%

Initial Punctuation

Value	Count	Frequency (%)
«	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	118479	81.1%
Common	27658	18.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	13867	11.7%
a	9800	8.3%
t	9329	7.9%
i	8842	7.5%
n	8580	7.2%
o	8559	7.2%
r	8202	6.9%
s	7965	6.7%
h	5625	4.7%
l	4847	4.1%
Other values (50)	32863	27.7%

Common

Value	Count	Frequency (%)
	23999	86.8%
.	1278	4.6%
,	1082	3.9%
-	395	1.4%
'	260	0.9%
1	117	0.4%
0	104	0.4%
9	94	0.3%
"	60	0.2%
2	43	0.2%
Other values (16)	226	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	146116	> 99.9%
None	21	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	23999	16.4%
e	13867	9.5%
a	9800	6.7%
t	9329	6.4%
i	8842	6.1%
n	8580	5.9%
o	8559	5.9%
r	8202	5.6%
s	7965	5.5%
h	5625	3.8%
Other values (65)	41348	28.3%

None

Value	Count	Frequency (%)
é	9	42.9%
»	2	9.5%
è	2	9.5%
ü	1	4.8%
	1	4.8%
ä	1	4.8%
ç	1	4.8%
«	1	4.8%
ö	1	4.8%
É	1	4.8%

scoreAvg
Real number (ℝ)

Missing

Distinct	63
Distinct (%)	7.5%
Missing	157
Missing (%)	15.7%
Infinite	0
Infinite (%)	0.0%
Mean	77.969121

Minimum	28
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	28
5-th percentile	56
Q1	70
median	79
Q3	87
95-th percentile	96
Maximum	100
Range	72
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	12.383257
Coefficient of variation (CV)	0.15882258
Kurtosis	0.41651678
Mean	77.969121
Median Absolute Deviation (MAD)	8
Skewness	-0.60431623
Sum	65650
Variance	153.34506
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
76	32	3.2%
90	29	2.9%
84	29	2.9%
85	27	2.7%
72	27	2.7%
86	27	2.7%
73	27	2.7%
81	26	2.6%
77	26	2.6%
80	26	2.6%
Other values (53)	566	56.7%
(Missing)	157	15.7%

Value	Count	Frequency (%)
28	1	0.1%
30	1	0.1%
33	1	0.1%
36	1	0.1%
40	1	0.1%
41	1	0.1%
44	1	0.1%
45	3	0.3%
46	1	0.1%
47	4	0.4%

Value	Count	Frequency (%)
100	12	1.2%
99	4	0.4%
98	9	0.9%
97	12	1.2%
96	18	1.8%
95	11	1.1%
94	20	2.0%
93	14	1.4%
92	13	1.3%
91	19	1.9%

Director
Text

Distinct	548
Distinct (%)	54.9%
Missing	0
Missing (%)	0.0%
Memory size	70.7 KiB

Length

Max length	32
Median length	22
Mean length	13.485485
Min length	7

Characters and Unicode

Total characters	13472
Distinct characters	69
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	353 ?
Unique (%)	35.3%

Sample

1st row	Francis Ford Coppola
2nd row	Christopher Nolan
3rd row	Francis Ford Coppola
4th row	Sidney Lumet
5th row	Peter Jackson

Value	Count	Frequency (%)
john	34	1.6%
david	28	1.4%
james	23	1.1%
robert	20	1.0%
martin	16	0.8%
richard	15	0.7%
lee	15	0.7%
george	14	0.7%
steven	14	0.7%
alfred	14	0.7%
Other values (882)	1879	90.7%

Most occurring characters

Value	Count	Frequency (%)
e	1209	9.0%
a	1126	8.4%
	1073	8.0%
n	950	7.1%
r	917	6.8%
o	851	6.3%
i	834	6.2%
l	543	4.0%
s	497	3.7%
t	433	3.2%
Other values (59)	5039	37.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	10223	75.9%
Uppercase Letter	2107	15.6%
Space Separator	1073	8.0%
Other Punctuation	43	0.3%
Dash Punctuation	26	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1209	11.8%
a	1126	11.0%
n	950	9.3%
r	917	9.0%
o	851	8.3%
i	834	8.2%
l	543	5.3%
s	497	4.9%
t	433	4.2%
h	404	4.0%
Other values (26)	2459	24.1%

Uppercase Letter

Value	Count	Frequency (%)
S	179	8.5%
A	171	8.1%
M	166	7.9%
J	162	7.7%
C	142	6.7%
R	131	6.2%
H	110	5.2%
B	106	5.0%
T	102	4.8%
D	99	4.7%
Other values (19)	739	35.1%

Other Punctuation

Value	Count	Frequency (%)
.	41	95.3%
'	2	4.7%

Space Separator

Value	Count	Frequency (%)
	1073	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	26	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	12330	91.5%
Common	1142	8.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1209	9.8%
a	1126	9.1%
n	950	7.7%
r	917	7.4%
o	851	6.9%
i	834	6.8%
l	543	4.4%
s	497	4.0%
t	433	3.5%
h	404	3.3%
Other values (55)	4566	37.0%

Common

Value	Count	Frequency (%)
	1073	94.0%
.	41	3.6%
-	26	2.3%
'	2	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13421	99.6%
None	51	0.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1209	9.0%
a	1126	8.4%
	1073	8.0%
n	950	7.1%
r	917	6.8%
o	851	6.3%
i	834	6.2%
l	543	4.0%
s	497	3.7%
t	433	3.2%
Other values (46)	4988	37.2%

None

Value	Count	Frequency (%)
ó	10	19.6%
á	9	17.6%
é	8	15.7%
ñ	7	13.7%
ô	5	9.8%
ö	3	5.9%
ç	2	3.9%
Ö	2	3.9%
Ô	1	2.0%
Ç	1	2.0%
Other values (3)	3	5.9%

Star1
Text

Distinct	659
Distinct (%)	66.0%
Missing	0
Missing (%)	0.0%
Memory size	70.3 KiB

Length

Max length	25
Median length	21
Mean length	13.005005
Min length	4

Characters and Unicode

Total characters	12992
Distinct characters	72
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	502 ?
Unique (%)	50.3%

Sample

1st row	Marlon Brando
2nd row	Christian Bale
3rd row	Al Pacino
4th row	Henry Fonda
5th row	Elijah Wood

Value	Count	Frequency (%)
tom	22	1.1%
daniel	17	0.8%
robert	17	0.8%
john	16	0.8%
khan	16	0.8%
james	15	0.7%
michael	12	0.6%
hanks	12	0.6%
ethan	11	0.5%
de	11	0.5%
Other values (1112)	1898	92.7%

Most occurring characters

Value	Count	Frequency (%)
a	1239	9.5%
e	1088	8.4%
	1048	8.1%
n	951	7.3%
r	816	6.3%
i	794	6.1%
o	767	5.9%
l	590	4.5%
t	453	3.5%
s	438	3.4%
Other values (62)	4808	37.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	9784	75.3%
Uppercase Letter	2099	16.2%
Space Separator	1048	8.1%
Dash Punctuation	32	0.2%
Other Punctuation	29	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1239	12.7%
e	1088	11.1%
n	951	9.7%
r	816	8.3%
i	794	8.1%
o	767	7.8%
l	590	6.0%
t	453	4.6%
s	438	4.5%
h	424	4.3%
Other values (29)	2224	22.7%

Uppercase Letter

Value	Count	Frequency (%)
C	187	8.9%
M	172	8.2%
J	144	6.9%
D	142	6.8%
B	142	6.8%
S	141	6.7%
R	126	6.0%
A	115	5.5%
H	106	5.1%
T	104	5.0%
Other values (19)	720	34.3%

Other Punctuation

Value	Count	Frequency (%)
.	19	65.5%
'	10	34.5%

Space Separator

Value	Count	Frequency (%)
	1048	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	32	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	11883	91.5%
Common	1109	8.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	1239	10.4%
e	1088	9.2%
n	951	8.0%
r	816	6.9%
i	794	6.7%
o	767	6.5%
l	590	5.0%
t	453	3.8%
s	438	3.7%
h	424	3.6%
Other values (58)	4323	36.4%

Common

Value	Count	Frequency (%)
	1048	94.5%
-	32	2.9%
.	19	1.7%
'	10	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12937	99.6%
None	55	0.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	1239	9.6%
e	1088	8.4%
	1048	8.1%
n	951	7.4%
r	816	6.3%
i	794	6.1%
o	767	5.9%
l	590	4.6%
t	453	3.5%
s	438	3.4%
Other values (45)	4753	36.7%

None

Value	Count	Frequency (%)
ô	13	23.6%
é	7	12.7%
ü	6	10.9%
í	6	10.9%
û	4	7.3%
ö	4	7.3%
è	3	5.5%
å	2	3.6%
ë	2	3.6%
Ç	1	1.8%
Other values (7)	7	12.7%

Star2
Text

Distinct	659
Distinct (%)	66.0%
Missing	0
Missing (%)	0.0%
Memory size	70.3 KiB

Length

Max length	25
Median length	21
Mean length	13.005005
Min length	4

Characters and Unicode

Total characters	12992
Distinct characters	72
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	502 ?
Unique (%)	50.3%

Sample

1st row	Marlon Brando
2nd row	Christian Bale
3rd row	Al Pacino
4th row	Henry Fonda
5th row	Elijah Wood

Value	Count	Frequency (%)
tom	22	1.1%
daniel	17	0.8%
robert	17	0.8%
john	16	0.8%
khan	16	0.8%
james	15	0.7%
michael	12	0.6%
hanks	12	0.6%
ethan	11	0.5%
de	11	0.5%
Other values (1112)	1898	92.7%

Most occurring characters

Value	Count	Frequency (%)
a	1239	9.5%
e	1088	8.4%
	1048	8.1%
n	951	7.3%
r	816	6.3%
i	794	6.1%
o	767	5.9%
l	590	4.5%
t	453	3.5%
s	438	3.4%
Other values (62)	4808	37.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	9784	75.3%
Uppercase Letter	2099	16.2%
Space Separator	1048	8.1%
Dash Punctuation	32	0.2%
Other Punctuation	29	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1239	12.7%
e	1088	11.1%
n	951	9.7%
r	816	8.3%
i	794	8.1%
o	767	7.8%
l	590	6.0%
t	453	4.6%
s	438	4.5%
h	424	4.3%
Other values (29)	2224	22.7%

Uppercase Letter

Value	Count	Frequency (%)
C	187	8.9%
M	172	8.2%
J	144	6.9%
D	142	6.8%
B	142	6.8%
S	141	6.7%
R	126	6.0%
A	115	5.5%
H	106	5.1%
T	104	5.0%
Other values (19)	720	34.3%

Other Punctuation

Value	Count	Frequency (%)
.	19	65.5%
'	10	34.5%

Space Separator

Value	Count	Frequency (%)
	1048	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	32	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	11883	91.5%
Common	1109	8.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	1239	10.4%
e	1088	9.2%
n	951	8.0%
r	816	6.9%
i	794	6.7%
o	767	6.5%
l	590	5.0%
t	453	3.8%
s	438	3.7%
h	424	3.6%
Other values (58)	4323	36.4%

Common

Value	Count	Frequency (%)
	1048	94.5%
-	32	2.9%
.	19	1.7%
'	10	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12937	99.6%
None	55	0.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	1239	9.6%
e	1088	8.4%
	1048	8.1%
n	951	7.4%
r	816	6.3%
i	794	6.1%
o	767	5.9%
l	590	4.6%
t	453	3.5%
s	438	3.4%
Other values (45)	4753	36.7%

None

Value	Count	Frequency (%)
ô	13	23.6%
é	7	12.7%
ü	6	10.9%
í	6	10.9%
û	4	7.3%
ö	4	7.3%
è	3	5.5%
å	2	3.6%
ë	2	3.6%
Ç	1	1.8%
Other values (7)	7	12.7%

Star3
Text

Distinct	659
Distinct (%)	66.0%
Missing	0
Missing (%)	0.0%
Memory size	70.3 KiB

Length

Max length	25
Median length	21
Mean length	13.005005
Min length	4

Characters and Unicode

Total characters	12992
Distinct characters	72
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	502 ?
Unique (%)	50.3%

Sample

1st row	Marlon Brando
2nd row	Christian Bale
3rd row	Al Pacino
4th row	Henry Fonda
5th row	Elijah Wood

Value	Count	Frequency (%)
tom	22	1.1%
daniel	17	0.8%
robert	17	0.8%
john	16	0.8%
khan	16	0.8%
james	15	0.7%
michael	12	0.6%
hanks	12	0.6%
ethan	11	0.5%
de	11	0.5%
Other values (1112)	1898	92.7%

Most occurring characters

Value	Count	Frequency (%)
a	1239	9.5%
e	1088	8.4%
	1048	8.1%
n	951	7.3%
r	816	6.3%
i	794	6.1%
o	767	5.9%
l	590	4.5%
t	453	3.5%
s	438	3.4%
Other values (62)	4808	37.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	9784	75.3%
Uppercase Letter	2099	16.2%
Space Separator	1048	8.1%
Dash Punctuation	32	0.2%
Other Punctuation	29	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1239	12.7%
e	1088	11.1%
n	951	9.7%
r	816	8.3%
i	794	8.1%
o	767	7.8%
l	590	6.0%
t	453	4.6%
s	438	4.5%
h	424	4.3%
Other values (29)	2224	22.7%

Uppercase Letter

Value	Count	Frequency (%)
C	187	8.9%
M	172	8.2%
J	144	6.9%
D	142	6.8%
B	142	6.8%
S	141	6.7%
R	126	6.0%
A	115	5.5%
H	106	5.1%
T	104	5.0%
Other values (19)	720	34.3%

Other Punctuation

Value	Count	Frequency (%)
.	19	65.5%
'	10	34.5%

Space Separator

Value	Count	Frequency (%)
	1048	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	32	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	11883	91.5%
Common	1109	8.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	1239	10.4%
e	1088	9.2%
n	951	8.0%
r	816	6.9%
i	794	6.7%
o	767	6.5%
l	590	5.0%
t	453	3.8%
s	438	3.7%
h	424	3.6%
Other values (58)	4323	36.4%

Common

Value	Count	Frequency (%)
	1048	94.5%
-	32	2.9%
.	19	1.7%
'	10	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12937	99.6%
None	55	0.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	1239	9.6%
e	1088	8.4%
	1048	8.1%
n	951	7.4%
r	816	6.3%
i	794	6.1%
o	767	5.9%
l	590	4.6%
t	453	3.5%
s	438	3.4%
Other values (45)	4753	36.7%

None

Value	Count	Frequency (%)
ô	13	23.6%
é	7	12.7%
ü	6	10.9%
í	6	10.9%
û	4	7.3%
ö	4	7.3%
è	3	5.5%
å	2	3.6%
ë	2	3.6%
Ç	1	1.8%
Other values (7)	7	12.7%

Star4
Text

Distinct	659
Distinct (%)	66.0%
Missing	0
Missing (%)	0.0%
Memory size	70.3 KiB

Length

Max length	25
Median length	21
Mean length	13.005005
Min length	4

Characters and Unicode

Total characters	12992
Distinct characters	72
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	502 ?
Unique (%)	50.3%

Sample

1st row	Marlon Brando
2nd row	Christian Bale
3rd row	Al Pacino
4th row	Henry Fonda
5th row	Elijah Wood

Value	Count	Frequency (%)
tom	22	1.1%
daniel	17	0.8%
robert	17	0.8%
john	16	0.8%
khan	16	0.8%
james	15	0.7%
michael	12	0.6%
hanks	12	0.6%
ethan	11	0.5%
de	11	0.5%
Other values (1112)	1898	92.7%

Most occurring characters

Value	Count	Frequency (%)
a	1239	9.5%
e	1088	8.4%
	1048	8.1%
n	951	7.3%
r	816	6.3%
i	794	6.1%
o	767	5.9%
l	590	4.5%
t	453	3.5%
s	438	3.4%
Other values (62)	4808	37.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	9784	75.3%
Uppercase Letter	2099	16.2%
Space Separator	1048	8.1%
Dash Punctuation	32	0.2%
Other Punctuation	29	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1239	12.7%
e	1088	11.1%
n	951	9.7%
r	816	8.3%
i	794	8.1%
o	767	7.8%
l	590	6.0%
t	453	4.6%
s	438	4.5%
h	424	4.3%
Other values (29)	2224	22.7%

Uppercase Letter

Value	Count	Frequency (%)
C	187	8.9%
M	172	8.2%
J	144	6.9%
D	142	6.8%
B	142	6.8%
S	141	6.7%
R	126	6.0%
A	115	5.5%
H	106	5.1%
T	104	5.0%
Other values (19)	720	34.3%

Other Punctuation

Value	Count	Frequency (%)
.	19	65.5%
'	10	34.5%

Space Separator

Value	Count	Frequency (%)
	1048	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	32	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	11883	91.5%
Common	1109	8.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	1239	10.4%
e	1088	9.2%
n	951	8.0%
r	816	6.9%
i	794	6.7%
o	767	6.5%
l	590	5.0%
t	453	3.8%
s	438	3.7%
h	424	3.6%
Other values (58)	4323	36.4%

Common

Value	Count	Frequency (%)
	1048	94.5%
-	32	2.9%
.	19	1.7%
'	10	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12937	99.6%
None	55	0.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	1239	9.6%
e	1088	8.4%
	1048	8.1%
n	951	7.4%
r	816	6.3%
i	794	6.1%
o	767	5.9%
l	590	4.6%
t	453	3.5%
s	438	3.4%
Other values (45)	4753	36.7%

None

Value	Count	Frequency (%)
ô	13	23.6%
é	7	12.7%
ü	6	10.9%
í	6	10.9%
û	4	7.3%
ö	4	7.3%
è	3	5.5%
å	2	3.6%
ë	2	3.6%
Ç	1	1.8%
Other values (7)	7	12.7%

Votes
Real number (ℝ)

High correlation

Distinct	998
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	271621.42

Minimum	25088
Maximum	2303232
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	25088
5-th percentile	29680
Q1	55471.5
median	138356
Q3	373167.5
95-th percentile	939289.9
Maximum	2303232
Range	2278144
Interquartile range (IQR)	317696

Descriptive statistics

Standard deviation	320912.62
Coefficient of variation (CV)	1.1814702
Kurtosis	6.041324
Mean	271621.42
Median Absolute Deviation (MAD)	98475
Skewness	2.1943511
Sum	2.713498 × 10⁸
Variance	1.0298491 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65341	2	0.2%
171640	1	0.1%
699256	1	0.1%
32802	1	0.1%
93878	1	0.1%
1213505	1	0.1%
51853	1	0.1%
1642758	1	0.1%
2067042	1	0.1%
1854740	1	0.1%
Other values (988)	988	98.9%

Value	Count	Frequency (%)
25088	1	0.1%
25198	1	0.1%
25229	1	0.1%
25312	1	0.1%
25344	1	0.1%
25938	1	0.1%
26337	1	0.1%
26402	1	0.1%
26429	1	0.1%
26457	1	0.1%

Value	Count	Frequency (%)
2303232	1	0.1%
2067042	1	0.1%
1854740	1	0.1%
1826188	1	0.1%
1809221	1	0.1%
1676426	1	0.1%
1661481	1	0.1%
1642758	1	0.1%
1620367	1	0.1%
1516346	1	0.1%

Revenue
Real number (ℝ)

High correlation Missing

Distinct	822
Distinct (%)	99.0%
Missing	169
Missing (%)	16.9%
Infinite	0
Infinite (%)	0.0%
Mean	68082574

Minimum	1305
Maximum	9.3666222 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	1305
5-th percentile	139783.9
Q1	3245338.5
median	23457440
Q3	80876340
95-th percentile	2.9163069 × 10⁸
Maximum	9.3666222 × 10⁸
Range	9.3666092 × 10⁸
Interquartile range (IQR)	77631002

Descriptive statistics

Standard deviation	1.0980755 × 10⁸
Coefficient of variation (CV)	1.6128584
Kurtosis	13.894054
Mean	68082574
Median Absolute Deviation (MAD)	22698854
Skewness	3.1277452
Sum	5.6508537 × 10¹⁰
Variance	1.2057699 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4360000	5	0.5%
5321508	2	0.2%
5450000	2	0.2%
9600000	2	0.2%
25000000	2	0.2%
216540909	1	0.1%
49530280	1	0.1%
78756177	1	0.1%
292576195	1	0.1%
30500000	1	0.1%
Other values (812)	812	81.3%
(Missing)	169	16.9%

Value	Count	Frequency (%)
1305	1	0.1%
3296	1	0.1%
3600	1	0.1%
6013	1	0.1%
6460	1	0.1%
7461	1	0.1%
8060	1	0.1%
10177	1	0.1%
10950	1	0.1%
12562	1	0.1%

Value	Count	Frequency (%)
936662225	1	0.1%
858373000	1	0.1%
760507625	1	0.1%
678815482	1	0.1%
659325379	1	0.1%
623279547	1	0.1%
608581744	1	0.1%
534858444	1	0.1%
532177324	1	0.1%
448139099	1	0.1%

tmdb_budget
Real number (ℝ)

High correlation Zeros

Distinct	284
Distinct (%)	28.6%
Missing	6
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	25839015

Minimum	0
Maximum	3.56 × 10⁸
Zeros	150
Zeros (%)	15.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1255000
median	6900000
Q3	25000000
95-th percentile	1.5 × 10⁸
Maximum	3.56 × 10⁸
Range	3.56 × 10⁸
Interquartile range (IQR)	23745000

Descriptive statistics

Standard deviation	47120610
Coefficient of variation (CV)	1.8236225
Kurtosis	10.178
Mean	25839015
Median Absolute Deviation (MAD)	6900000
Skewness	3.0205037
Sum	2.5658142 × 10¹⁰
Variance	2.2203519 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	150	15.0%
15000000	30	3.0%
4000000	27	2.7%
25000000	21	2.1%
3000000	20	2.0%
12000000	19	1.9%
6000000	18	1.8%
2000000	18	1.8%
40000000	17	1.7%
30000000	17	1.7%
Other values (274)	656	65.7%

Value	Count	Frequency (%)
0	150	15.0%
105	1	0.1%
3025	1	0.1%
18000	1	0.1%
27575	1	0.1%
64000	1	0.1%
114000	1	0.1%
120000	1	0.1%
133000	1	0.1%
150000	2	0.2%

Value	Count	Frequency (%)
356000000	1	0.1%
300000000	1	0.1%
260000000	1	0.1%
250000000	7	0.7%
245000000	1	0.1%
237000000	1	0.1%
220000000	1	0.1%
200000000	6	0.6%
190000000	1	0.1%
185000000	1	0.1%

tmdb_popularity
Real number (ℝ)

High correlation

Distinct	983
Distinct (%)	99.0%
Missing	6
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	6.223619

Minimum	0.0096
Maximum	48.7572
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	0.0096
5-th percentile	1.45766
Q1	2.6588
median	4.3308
Q3	7.944
95-th percentile	17.9107
Maximum	48.7572
Range	48.7476
Interquartile range (IQR)	5.2852

Descriptive statistics

Standard deviation	5.4444054
Coefficient of variation (CV)	0.87479734
Kurtosis	8.0700012
Mean	6.223619
Median Absolute Deviation (MAD)	2.1649
Skewness	2.2926687
Sum	6180.0537
Variance	29.64155
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.2227	2	0.2%
1.6467	2	0.2%
6.6648	2	0.2%
1.6796	2	0.2%
2.581	2	0.2%
2.7535	2	0.2%
3.0026	2	0.2%
5.1589	2	0.2%
4.7199	2	0.2%
2.6488	2	0.2%
Other values (973)	973	97.4%
(Missing)	6	0.6%

Value	Count	Frequency (%)
0.0096	1	0.1%
0.0336	1	0.1%
0.0486	1	0.1%
0.1994	1	0.1%
0.5302	1	0.1%
0.5579	1	0.1%
0.619	1	0.1%
0.7419	1	0.1%
0.7471	1	0.1%
0.7693	1	0.1%

Value	Count	Frequency (%)
48.7572	1	0.1%
39.8771	1	0.1%
37.3574	1	0.1%
32.4134	1	0.1%
32.1482	1	0.1%
27.8211	1	0.1%
26.7541	1	0.1%
24.7742	1	0.1%
24.7217	1	0.1%
24.6837	1	0.1%

tmdb_vote_count
Real number (ℝ)

High correlation

Distinct	929
Distinct (%)	93.6%
Missing	6
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	5496.4179

Minimum	0
Maximum	37863
Zeros	3
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	0
5-th percentile	339.2
Q1	1033
median	2582
Q3	7816
95-th percentile	19384.2
Maximum	37863
Range	37863
Interquartile range (IQR)	6783

Descriptive statistics

Standard deviation	6537.6424
Coefficient of variation (CV)	1.1894369
Kurtosis	3.4133625
Mean	5496.4179
Median Absolute Deviation (MAD)	1897
Skewness	1.8374153
Sum	5457943
Variance	42740769
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3	0.3%
286	3	0.3%
815	3	0.3%
4450	3	0.3%
1167	3	0.3%
1873	3	0.3%
334	2	0.2%
1981	2	0.2%
2774	2	0.2%
1499	2	0.2%
Other values (919)	967	96.8%
(Missing)	6	0.6%

Value	Count	Frequency (%)
0	3	0.3%
1	1	0.1%
4	1	0.1%
11	1	0.1%
33	1	0.1%
100	1	0.1%
106	1	0.1%
128	1	0.1%
133	1	0.1%
135	1	0.1%

Value	Count	Frequency (%)
37863	1	0.1%
37745	1	0.1%
34305	1	0.1%
32846	1	0.1%
32552	1	0.1%
31864	1	0.1%
30897	1	0.1%
30680	1	0.1%
29017	1	0.1%
28819	1	0.1%

tmdb_revenue
Real number (ℝ)

High correlation Zeros

Distinct	832
Distinct (%)	83.8%
Missing	6
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.3668567 × 10⁸

Minimum	0
Maximum	2.923706 × 10⁹
Zeros	112
Zeros (%)	11.2%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4396821
median	31500000
Q3	1.249 × 10⁸
95-th percentile	6.7463509 × 10⁸
Maximum	2.923706 × 10⁹
Range	2.923706 × 10⁹
Interquartile range (IQR)	1.2050318 × 10⁸

Descriptive statistics

Standard deviation	2.7556795 × 10⁸
Coefficient of variation (CV)	2.0160705
Kurtosis	29.232896
Mean	1.3668567 × 10⁸
Median Absolute Deviation (MAD)	31481879
Skewness	4.4408458
Sum	1.3572887 × 10¹¹
Variance	7.5937692 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	112	11.2%
10000000	5	0.5%
8000000	5	0.5%
11000000	4	0.4%
23300000	3	0.3%
12000000	3	0.3%
25000000	3	0.3%
4000000	3	0.3%
30000000	3	0.3%
4500000	3	0.3%
Other values (822)	849	85.0%
(Missing)	6	0.6%

Value	Count	Frequency (%)
0	112	11.2%
3193	1	0.1%
8811	1	0.1%
12678	1	0.1%
13422	1	0.1%
18121	1	0.1%
24173	1	0.1%
24517	1	0.1%
27105	1	0.1%
35274	1	0.1%

Value	Count	Frequency (%)
2923706026	1	0.1%
2799439100	1	0.1%
2264162353	1	0.1%
2068223624	1	0.1%
2052415039	1	0.1%
1518815515	1	0.1%
1341511219	1	0.1%
1243225667	1	0.1%
1155046416	1	0.1%
1118888979	1	0.1%

Interactions

Correlations

	Certificate	Rating	Revenue	Runtime	Unnamed: 0	Unnamed: 0.1	Votes	Year	scoreAvg	tmdb_budget	tmdb_popularity	tmdb_revenue	tmdb_vote_count
Certificate	1.000	0.000	0.063	0.141	0.072	0.072	0.057	0.302	0.088	0.006	0.061	0.049	0.091
Rating	0.000	1.000	-0.050	0.210	-0.992	-0.992	0.212	-0.127	0.285	-0.105	0.152	-0.029	0.113
Revenue	0.063	-0.050	1.000	0.178	0.036	0.036	0.700	0.175	-0.100	0.764	0.681	0.898	0.720
Runtime	0.141	0.210	0.178	1.000	-0.233	-0.233	0.157	0.194	-0.090	0.309	0.172	0.259	0.066
Unnamed: 0	0.072	-0.992	0.036	-0.233	1.000	1.000	-0.245	0.012	-0.259	0.061	-0.177	-0.012	-0.150
Unnamed: 0.1	0.072	-0.992	0.036	-0.233	1.000	1.000	-0.245	0.012	-0.259	0.061	-0.177	-0.012	-0.150
Votes	0.057	0.212	0.700	0.157	-0.245	-0.245	1.000	0.255	-0.073	0.675	0.790	0.739	0.925
Year	0.302	-0.127	0.175	0.194	0.012	0.012	0.255	1.000	-0.264	0.416	0.224	0.376	0.298
scoreAvg	0.088	0.285	-0.100	-0.090	-0.259	-0.259	-0.073	-0.264	1.000	-0.259	-0.108	-0.183	-0.106
tmdb_budget	0.006	-0.105	0.764	0.309	0.061	0.061	0.675	0.416	-0.259	1.000	0.656	0.807	0.687
tmdb_popularity	0.061	0.152	0.681	0.172	-0.177	-0.177	0.790	0.224	-0.108	0.656	1.000	0.709	0.847
tmdb_revenue	0.049	-0.029	0.898	0.259	-0.012	-0.012	0.739	0.376	-0.183	0.807	0.709	1.000	0.754
tmdb_vote_count	0.091	0.113	0.720	0.066	-0.150	-0.150	0.925	0.298	-0.106	0.687	0.847	0.754	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	Unnamed: 0.1	Unnamed: 0	Title	Year	Certificate	Runtime	Genre	Rating	Overview	scoreAvg	Director	Star1	Star2	Star3	Star4	Votes	Revenue	tmdb_budget	tmdb_popularity	tmdb_vote_count	tmdb_revenue
0	0	1	The Godfather	1972.0	A	175.0	Crime, Drama	9.2	An organized crime dynasty's aging patriarch transfers control of his clandestine empire to his reluctant son.	100.0	Francis Ford Coppola	Marlon Brando	Marlon Brando	Marlon Brando	Marlon Brando	1620367	134966411.0	6000000.0	24.7742	21774.0	2.450664e+08
1	1	2	The Dark Knight	2008.0	UA	152.0	Action, Crime, Drama	9.0	When the menace known as the Joker wreaks havoc and chaos on the people of Gotham, Batman must accept one of the greatest psychological and physical tests of his ability to fight injustice.	84.0	Christopher Nolan	Christian Bale	Christian Bale	Christian Bale	Christian Bale	2303232	534858444.0	185000000.0	27.8211	34305.0	1.004558e+09
2	2	3	The Godfather: Part II	1974.0	A	202.0	Crime, Drama	9.0	The early life and career of Vito Corleone in 1920s New York City is portrayed, while his son, Michael, expands and tightens his grip on the family crime syndicate.	90.0	Francis Ford Coppola	Al Pacino	Al Pacino	Al Pacino	Al Pacino	1129952	57300000.0	13000000.0	16.7095	13147.0	1.026000e+08
3	3	4	12 Angry Men	1957.0	U	96.0	Crime, Drama	9.0	A jury holdout attempts to prevent a miscarriage of justice by forcing his colleagues to reconsider the evidence.	96.0	Sidney Lumet	Henry Fonda	Henry Fonda	Henry Fonda	Henry Fonda	689845	4360000.0	397751.0	13.4321	9358.0	4.360000e+06
4	4	5	The Lord of the Rings: The Return of the King	2003.0	U	201.0	Action, Adventure, Drama	8.9	Gandalf and Aragorn lead the World of Men against Sauron's army to draw his gaze from Frodo and Sam as they approach Mount Doom with the One Ring.	94.0	Peter Jackson	Elijah Wood	Elijah Wood	Elijah Wood	Elijah Wood	1642758	377845905.0	94000000.0	20.7345	25403.0	1.118889e+09
5	5	6	Pulp Fiction	1994.0	A	154.0	Crime, Drama	8.9	The lives of two mob hitmen, a boxer, a gangster and his wife, and a pair of diner bandits intertwine in four tales of violence and redemption.	94.0	Quentin Tarantino	John Travolta	John Travolta	John Travolta	John Travolta	1826188	107928762.0	8000000.0	17.2460	29017.0	2.139288e+08
6	6	7	Schindler's List	1993.0	A	195.0	Biography, Drama, History	8.9	In German-occupied Poland during World War II, industrialist Oskar Schindler gradually becomes concerned for his Jewish workforce after witnessing their persecution by the Nazis.	94.0	Steven Spielberg	Liam Neeson	Liam Neeson	Liam Neeson	Liam Neeson	1213505	96898818.0	22000000.0	17.4025	16671.0	3.213656e+08
7	7	8	Inception	2010.0	UA	148.0	Action, Adventure, Sci-Fi	8.8	A thief who steals corporate secrets through the use of dream-sharing technology is given the inverse task of planting an idea into the mind of a C.E.O.	74.0	Christopher Nolan	Leonardo DiCaprio	Leonardo DiCaprio	Leonardo DiCaprio	Leonardo DiCaprio	2067042	292576195.0	160000000.0	26.7541	37863.0	8.390306e+08
8	8	9	Fight Club	1999.0	A	139.0	Drama	8.8	An insomniac office worker and a devil-may-care soapmaker form an underground fight club that evolves into something much, much more.	66.0	David Fincher	Brad Pitt	Brad Pitt	Brad Pitt	Brad Pitt	1854740	37030102.0	63000000.0	24.5456	30680.0	1.008538e+08
9	9	10	The Lord of the Rings: The Fellowship of the Ring	2001.0	U	178.0	Action, Adventure, Drama	8.8	A meek Hobbit from the Shire and eight companions set out on a journey to destroy the powerful One Ring and save Middle-earth from the Dark Lord Sauron.	92.0	Peter Jackson	Elijah Wood	Elijah Wood	Elijah Wood	Elijah Wood	1661481	315544750.0	93000000.0	23.9810	26322.0	8.713684e+08

	Unnamed: 0.1	Unnamed: 0	Title	Year	Certificate	Runtime	Genre	Rating	Overview	scoreAvg	Director	Star1	Star2	Star3	Star4	Votes	Revenue	tmdb_budget	tmdb_popularity	tmdb_vote_count	tmdb_revenue
989	989	990	Giù la testa	1971.0	PG	157.0	Drama, War, Western	7.6	A low-life bandit and an I.R.A. explosives expert rebel against the government and become heroes of the Mexican Revolution.	77.0	Sergio Leone	Rod Steiger	Rod Steiger	Rod Steiger	Rod Steiger	30144	696690.0	0.0	2.6488	1125.0	0.0
990	990	991	Kelly's Heroes	1970.0	GP	144.0	Adventure, Comedy, War	7.6	A group of U.S. soldiers sneaks across enemy lines to get their hands on a secret stash of Nazi treasure.	50.0	Brian G. Hutton	Clint Eastwood	Clint Eastwood	Clint Eastwood	Clint Eastwood	45338	1378435.0	4000000.0	2.7786	756.0	5200000.0
991	991	992	The Jungle Book	1967.0	U	78.0	Animation, Adventure, Family	7.6	Bagheera the Panther and Baloo the Bear have a difficult time trying to convince a boy to leave the jungle for human civilization.	65.0	Wolfgang Reitherman	Phil Harris	Phil Harris	Phil Harris	Phil Harris	166409	141843612.0	4000000.0	7.3546	6428.0	378000000.0
992	992	993	Blowup	1966.0	A	111.0	Drama, Mystery, Thriller	7.6	A fashion photographer unknowingly captures a death on film after following two lovers in a park.	82.0	Michelangelo Antonioni	David Hemmings	David Hemmings	David Hemmings	David Hemmings	56513	NaN	1800000.0	1.7583	1300.0	0.0
993	993	994	A Hard Day's Night	1964.0	U	87.0	Comedy, Music, Musical	7.6	Over two "typical" days in the life of The Beatles, the boys struggle to keep themselves and Sir Paul McCartney's mischievous grandfather in check while preparing for a live television performance.	96.0	Richard Lester	John Lennon	John Lennon	John Lennon	John Lennon	40351	13780024.0	560000.0	1.9403	706.0	11000000.0
994	994	995	Breakfast at Tiffany's	1961.0	A	115.0	Comedy, Drama, Romance	7.6	A young New York socialite becomes interested in a young man who has moved into her apartment building, but her past threatens to get in the way.	76.0	Blake Edwards	Audrey Hepburn	Audrey Hepburn	Audrey Hepburn	Audrey Hepburn	166544	NaN	2500000.0	4.7021	4312.0	9500000.0
995	995	996	Giant	1956.0	G	201.0	Drama, Western	7.6	Sprawling epic covering the life of a Texas cattle rancher and his family and associates.	84.0	George Stevens	Elizabeth Taylor	Elizabeth Taylor	Elizabeth Taylor	Elizabeth Taylor	34075	NaN	5400000.0	2.8508	721.0	32855818.0
996	996	997	From Here to Eternity	1953.0	Passed	118.0	Drama, Romance, War	7.6	In Hawaii in 1941, a private is cruelly punished for not boxing on his unit's team, while his captain's wife and second-in-command are falling in love.	85.0	Fred Zinnemann	Burt Lancaster	Burt Lancaster	Burt Lancaster	Burt Lancaster	43374	30500000.0	1650000.0	3.0902	669.0	30500000.0
997	997	998	Lifeboat	1944.0	NaN	97.0	Drama, War	7.6	Several survivors of a torpedoed merchant ship in World War II find themselves in the same lifeboat with one of the crew members of the U-boat that sank their ship.	78.0	Alfred Hitchcock	Tallulah Bankhead	Tallulah Bankhead	Tallulah Bankhead	Tallulah Bankhead	26471	NaN	1590000.0	1.7674	455.0	1000000.0
998	998	999	The 39 Steps	1935.0	NaN	86.0	Crime, Mystery, Thriller	7.6	A man in London tries to help a counter-espionage Agent. But when the Agent is killed, and the man stands accused, he must go on the run to save himself and stop a spy ring which is trying to steal top secret information.	93.0	Alfred Hitchcock	Robert Donat	Robert Donat	Robert Donat	Robert Donat	51853	NaN	0.0	5.3971	995.0	0.0

Overview

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Common Values

Length

Most occurring characters

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Dash Punctuation

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Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Currency Symbol

Final Punctuation

Initial Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter